Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 2263 |
| Missing cells | 2202 |
| Missing cells (%) | 4.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.6 MiB |
| Average record size in memory | 745.7 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 12 |
CONSTITUENCY has a high cardinality: 539 distinct values | High cardinality |
NAME has a high cardinality: 2014 distinct values | High cardinality |
PARTY has a high cardinality: 133 distinct values | High cardinality |
SYMBOL has a high cardinality: 126 distinct values | High cardinality |
ASSETS has a high cardinality: 1979 distinct values | High cardinality |
LIABILITIES has a high cardinality: 1226 distinct values | High cardinality |
WINNER is highly correlated with GENERAL VOTES and 4 other fields | High correlation |
GENERAL VOTES is highly correlated with WINNER and 4 other fields | High correlation |
POSTAL VOTES is highly correlated with WINNER and 4 other fields | High correlation |
TOTAL VOTES is highly correlated with WINNER and 4 other fields | High correlation |
OVER TOTAL ELECTORS IN CONSTITUENCY is highly correlated with WINNER and 4 other fields | High correlation |
OVER TOTAL VOTES POLLED IN CONSTITUENCY is highly correlated with WINNER and 4 other fields | High correlation |
WINNER is highly correlated with GENERAL VOTES and 4 other fields | High correlation |
GENERAL VOTES is highly correlated with WINNER and 4 other fields | High correlation |
POSTAL VOTES is highly correlated with WINNER and 4 other fields | High correlation |
TOTAL VOTES is highly correlated with WINNER and 4 other fields | High correlation |
OVER TOTAL ELECTORS IN CONSTITUENCY is highly correlated with WINNER and 4 other fields | High correlation |
OVER TOTAL VOTES POLLED IN CONSTITUENCY is highly correlated with WINNER and 4 other fields | High correlation |
WINNER is highly correlated with GENERAL VOTES and 3 other fields | High correlation |
GENERAL VOTES is highly correlated with WINNER and 4 other fields | High correlation |
POSTAL VOTES is highly correlated with GENERAL VOTES and 3 other fields | High correlation |
TOTAL VOTES is highly correlated with WINNER and 4 other fields | High correlation |
OVER TOTAL ELECTORS IN CONSTITUENCY is highly correlated with WINNER and 4 other fields | High correlation |
OVER TOTAL VOTES POLLED IN CONSTITUENCY is highly correlated with WINNER and 4 other fields | High correlation |
GRADUATE is highly correlated with EDUCATION | High correlation |
EDUCATION is highly correlated with GRADUATE | High correlation |
Sl No: is highly correlated with STATE | High correlation |
STATE is highly correlated with Sl No: and 2 other fields | High correlation |
WINNER is highly correlated with GENERAL VOTES and 3 other fields | High correlation |
CATEGORY is highly correlated with STATE | High correlation |
EDUCATION is highly correlated with GRADUATE | High correlation |
GRADUATE is highly correlated with EDUCATION | High correlation |
GENERAL VOTES is highly correlated with WINNER and 3 other fields | High correlation |
TOTAL VOTES is highly correlated with WINNER and 3 other fields | High correlation |
OVER TOTAL ELECTORS IN CONSTITUENCY is highly correlated with WINNER and 3 other fields | High correlation |
OVER TOTAL VOTES POLLED IN CONSTITUENCY is highly correlated with WINNER and 3 other fields | High correlation |
TOTAL ELECTORS is highly correlated with STATE | High correlation |
SYMBOL has 245 (10.8%) missing values | Missing |
GENDER has 245 (10.8%) missing values | Missing |
criminal has 245 (10.8%) missing values | Missing |
AGE has 245 (10.8%) missing values | Missing |
CATEGORY has 245 (10.8%) missing values | Missing |
EDUCATION has 245 (10.8%) missing values | Missing |
GRADUATE has 242 (10.7%) missing values | Missing |
ASSETS has 245 (10.8%) missing values | Missing |
LIABILITIES has 245 (10.8%) missing values | Missing |
criminal is highly skewed (γ1 = 24.8670552) | Skewed |
Sl No: is uniformly distributed | Uniform |
CONSTITUENCY is uniformly distributed | Uniform |
ASSETS is uniformly distributed | Uniform |
Sl No: has unique values | Unique |
OVER TOTAL ELECTORS IN CONSTITUENCY has unique values | Unique |
OVER TOTAL VOTES POLLED IN CONSTITUENCY has unique values | Unique |
criminal has 1264 (55.9%) zeros | Zeros |
POSTAL VOTES has 35 (1.5%) zeros | Zeros |
Reproduction
| Analysis started | 2022-02-25 09:12:01.082374 |
|---|---|
| Analysis finished | 2022-02-25 09:12:37.334696 |
| Duration | 36.25 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 2263 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1132 |
| Minimum | 1 |
|---|---|
| Maximum | 2263 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 114.1 |
| Q1 | 566.5 |
| median | 1132 |
| Q3 | 1697.5 |
| 95-th percentile | 2149.9 |
| Maximum | 2263 |
| Range | 2262 |
| Interquartile range (IQR) | 1131 |
Descriptive statistics
| Standard deviation | 653.4161512 |
|---|---|
| Coefficient of variation (CV) | 0.5772227484 |
| Kurtosis | -1.2 |
| Mean | 1132 |
| Median Absolute Deviation (MAD) | 566 |
| Skewness | 0 |
| Sum | 2561716 |
| Variance | 426952.6667 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 2049 | 1 | < 0.1% |
| 547 | 1 | < 0.1% |
| 535 | 1 | < 0.1% |
| 537 | 1 | < 0.1% |
| 539 | 1 | < 0.1% |
| 541 | 1 | < 0.1% |
| 543 | 1 | < 0.1% |
| 545 | 1 | < 0.1% |
| 549 | 1 | < 0.1% |
| 531 | 1 | < 0.1% |
| Other values (2253) | 2253 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 2263 | 1 | |
| 2262 | 1 | |
| 2261 | 1 | |
| 2260 | 1 | |
| 2259 | 1 | |
| 2258 | 1 | |
| 2257 | 1 | |
| 2256 | 1 | |
| 2255 | 1 | |
| 2254 | 1 |
| Distinct | 36 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 147.7 KiB |
| Uttar Pradesh | |
|---|---|
| Bihar | |
| Tamil Nadu | |
| West Bengal | |
| Maharashtra | |
| Other values (31) |
Length
| Max length | 25 |
|---|---|
| Median length | 10 |
| Mean length | 9.782589483 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Telangana |
|---|---|
| 2nd row | Telangana |
| 3rd row | Telangana |
| 4th row | Telangana |
| 5th row | Uttar Pradesh |
Common Values
| Value | Count | Frequency (%) |
| Uttar Pradesh | 274 | |
| Bihar | 244 | 10.8% |
| Tamil Nadu | 217 | 9.6% |
| West Bengal | 193 | 8.5% |
| Maharashtra | 192 | 8.5% |
| Andhra Pradesh | 121 | 5.3% |
| Madhya Pradesh | 103 | 4.6% |
| Gujarat | 87 | 3.8% |
| Rajasthan | 86 | 3.8% |
| Odisha | 85 | 3.8% |
| Other values (26) | 661 |
Length
| Value | Count | Frequency (%) |
| pradesh | 519 | |
| uttar | 274 | 8.2% |
| bihar | 244 | 7.3% |
| tamil | 217 | 6.5% |
| nadu | 217 | 6.5% |
| west | 193 | 5.8% |
| bengal | 193 | 5.8% |
| maharashtra | 192 | 5.7% |
| andhra | 121 | 3.6% |
| madhya | 103 | 3.1% |
| Other values (38) | 1069 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 539 |
|---|---|
| Distinct (%) | 23.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 145.9 KiB |
| AURANGABAD | 14 |
|---|---|
| GAYA (SC) | 12 |
| MAHARAJGANJ | 9 |
| UJIARPUR | 9 |
| SHEOHAR | 8 |
| Other values (534) |
Length
| Max length | 25 |
|---|---|
| Median length | 8 |
| Mean length | 8.945647371 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ADILABAD |
|---|---|
| 2nd row | ADILABAD |
| 3rd row | ADILABAD |
| 4th row | ADILABAD |
| 5th row | AGRA |
Common Values
| Value | Count | Frequency (%) |
| AURANGABAD | 14 | 0.6% |
| GAYA (SC) | 12 | 0.5% |
| MAHARAJGANJ | 9 | 0.4% |
| UJIARPUR | 9 | 0.4% |
| SHEOHAR | 8 | 0.4% |
| JAHANABAD | 8 | 0.4% |
| SUPAUL | 8 | 0.4% |
| BARAMULLA | 8 | 0.4% |
| BASTAR | 8 | 0.4% |
| ARUKU | 8 | 0.4% |
| Other values (529) | 2171 |
Length
| Value | Count | Frequency (%) |
| sc | 50 | 1.9% |
| north | 35 | 1.3% |
| nagar | 31 | 1.2% |
| mumbai | 25 | 0.9% |
| east | 25 | 0.9% |
| south | 25 | 0.9% |
| west | 24 | 0.9% |
| delhi | 21 | 0.8% |
| 21 | 0.8% | |
| central | 18 | 0.7% |
| Other values (540) | 2384 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2014 |
|---|---|
| Distinct (%) | 89.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 161.1 KiB |
| NOTA | |
|---|---|
| SURENDRA RAM | 2 |
| ATUL KUMAR SINGH | 2 |
| SANJAY KUMAR | 2 |
| Ajay Kumar | 2 |
| Other values (2009) |
Length
| Max length | 60 |
|---|---|
| Median length | 15 |
| Mean length | 15.82412726 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 2008 ? |
|---|---|
| Unique (%) | 88.7% |
Sample
| 1st row | SOYAM BAPU RAO |
|---|---|
| 2nd row | Godam Nagesh |
| 3rd row | RATHOD RAMESH |
| 4th row | NOTA |
| 5th row | Satyapal Singh Baghel |
Common Values
| Value | Count | Frequency (%) |
| NOTA | 245 | 10.8% |
| SURENDRA RAM | 2 | 0.1% |
| ATUL KUMAR SINGH | 2 | 0.1% |
| SANJAY KUMAR | 2 | 0.1% |
| Ajay Kumar | 2 | 0.1% |
| Rahul Gandhi | 2 | 0.1% |
| Nityanand Rai | 1 | < 0.1% |
| Sunil Paswan | 1 | < 0.1% |
| Subhash Maharia | 1 | < 0.1% |
| ALPHONS KANNANTHANAM | 1 | < 0.1% |
| Other values (2004) | 2004 |
Length
| Value | Count | Frequency (%) |
| nota | 245 | 4.5% |
| singh | 210 | 3.9% |
| kumar | 163 | 3.0% |
| dr | 94 | 1.7% |
| ram | 46 | 0.8% |
| yadav | 45 | 0.8% |
| k | 37 | 0.7% |
| chandra | 36 | 0.7% |
| patel | 33 | 0.6% |
| prasad | 32 | 0.6% |
| Other values (2794) | 4497 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 128.3 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1724 | |
| 1 | 539 | 23.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 1724 | |
| 1 | 539 | 23.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 133 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 133.7 KiB |
| BJP | |
|---|---|
| INC | |
| NOTA | |
| IND | |
| BSP | |
| Other values (128) |
Length
| Max length | 10 |
|---|---|
| Median length | 3 |
| Mean length | 3.424657534 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 61 ? |
|---|---|
| Unique (%) | 2.7% |
Sample
| 1st row | BJP |
|---|---|
| 2nd row | TRS |
| 3rd row | INC |
| 4th row | NOTA |
| 5th row | BJP |
Common Values
| Value | Count | Frequency (%) |
| BJP | 420 | |
| INC | 413 | |
| NOTA | 245 | |
| IND | 201 | 8.9% |
| BSP | 163 | 7.2% |
| CPI(M) | 100 | 4.4% |
| AITC | 47 | 2.1% |
| VBA | 47 | 2.1% |
| SP | 39 | 1.7% |
| NTK | 38 | 1.7% |
| Other values (123) | 550 |
Length
| Value | Count | Frequency (%) |
| bjp | 420 | |
| inc | 413 | |
| nota | 245 | |
| ind | 201 | 8.9% |
| bsp | 163 | 7.2% |
| cpi(m | 100 | 4.4% |
| aitc | 47 | 2.1% |
| vba | 47 | 2.1% |
| sp | 39 | 1.7% |
| ntk | 38 | 1.7% |
| Other values (123) | 550 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 126 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 245 |
| Missing (%) | 10.8% |
| Memory size | 136.3 KiB |
| Lotus | |
|---|---|
| Hand | |
| Elephant | |
| Bicycle | 65 |
| Hammer, Sickle and Star | 63 |
| Other values (121) |
Length
| Max length | 40 |
|---|---|
| Median length | 5 |
| Mean length | 8.239345887 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 38 ? |
|---|---|
| Unique (%) | 1.9% |
Sample
| 1st row | Lotus |
|---|---|
| 2nd row | Car |
| 3rd row | Hand |
| 4th row | Lotus |
| 5th row | Elephant |
Common Values
| Value | Count | Frequency (%) |
| Lotus | 420 | |
| Hand | 413 | |
| Elephant | 166 | 7.3% |
| Bicycle | 65 | 2.9% |
| Hammer, Sickle and Star | 63 | 2.8% |
| Cup & Saucer | 52 | 2.3% |
| Flowers and Grass | 47 | 2.1% |
| Ganna Kisan | 45 | 2.0% |
| Battery Torch | 42 | 1.9% |
| Ears of Corn And Sickle | 37 | 1.6% |
| Other values (116) | 668 | |
| (Missing) | 245 | 10.8% |
Length
| Value | Count | Frequency (%) |
| lotus | 420 | 13.5% |
| hand | 417 | 13.4% |
| and | 177 | 5.7% |
| elephant | 166 | 5.3% |
| sickle | 100 | 3.2% |
| 69 | 2.2% | |
| bicycle | 65 | 2.1% |
| star | 64 | 2.1% |
| hammer | 63 | 2.0% |
| kisan | 62 | 2.0% |
| Other values (164) | 1518 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 245 |
| Missing (%) | 10.8% |
| Memory size | 128.5 KiB |
| MALE | |
|---|---|
| FEMALE |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.255698712 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MALE |
|---|---|
| 2nd row | MALE |
| 3rd row | MALE |
| 4th row | MALE |
| 5th row | MALE |
Common Values
| Value | Count | Frequency (%) |
| MALE | 1760 | |
| FEMALE | 258 | 11.4% |
| (Missing) | 245 | 10.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| male | 1760 | |
| female | 258 | 12.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 28 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 245 |
| Missing (%) | 10.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.453914767 |
| Minimum | 0 |
|---|---|
| Maximum | 240 |
| Zeros | 1264 |
| Zeros (%) | 55.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 240 |
| Range | 240 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 7.636973124 |
|---|---|
| Coefficient of variation (CV) | 5.252696579 |
| Kurtosis | 718.7534801 |
| Mean | 1.453914767 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.8670552 |
| Sum | 2934 |
| Variance | 58.32335849 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1264 | |
| 1 | 313 | 13.8% |
| 2 | 119 | 5.3% |
| 3 | 104 | 4.6% |
| 4 | 64 | 2.8% |
| 5 | 42 | 1.9% |
| 6 | 26 | 1.1% |
| 7 | 18 | 0.8% |
| 8 | 16 | 0.7% |
| 10 | 11 | 0.5% |
| Other values (18) | 41 | 1.8% |
| (Missing) | 245 | 10.8% |
| Value | Count | Frequency (%) |
| 0 | 1264 | |
| 1 | 313 | 13.8% |
| 2 | 119 | 5.3% |
| 3 | 104 | 4.6% |
| 4 | 64 | 2.8% |
| 5 | 42 | 1.9% |
| 6 | 26 | 1.1% |
| 7 | 18 | 0.8% |
| 8 | 16 | 0.7% |
| 9 | 11 | 0.5% |
| Value | Count | Frequency (%) |
| 240 | 1 | |
| 204 | 1 | |
| 52 | 1 | |
| 42 | 1 | |
| 41 | 1 | |
| 40 | 1 | |
| 31 | 1 | |
| 28 | 1 | |
| 24 | 1 | |
| 22 | 1 |
| Distinct | 60 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 245 |
| Missing (%) | 10.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.27353816 |
| Minimum | 25 |
|---|---|
| Maximum | 86 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 43.25 |
| median | 52 |
| Q3 | 61 |
| 95-th percentile | 71 |
| Maximum | 86 |
| Range | 61 |
| Interquartile range (IQR) | 17.75 |
Descriptive statistics
| Standard deviation | 11.86937262 |
|---|---|
| Coefficient of variation (CV) | 0.2270627365 |
| Kurtosis | -0.6168068571 |
| Mean | 52.27353816 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.06033047246 |
| Sum | 105488 |
| Variance | 140.8820064 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 55 | 67 | 3.0% |
| 52 | 66 | 2.9% |
| 58 | 63 | 2.8% |
| 46 | 62 | 2.7% |
| 48 | 62 | 2.7% |
| 61 | 61 | 2.7% |
| 44 | 60 | 2.7% |
| 59 | 60 | 2.7% |
| 43 | 59 | 2.6% |
| 56 | 57 | 2.5% |
| Other values (50) | 1401 | |
| (Missing) | 245 | 10.8% |
| Value | Count | Frequency (%) |
| 25 | 6 | 0.3% |
| 26 | 10 | 0.4% |
| 27 | 10 | 0.4% |
| 28 | 14 | |
| 29 | 13 | |
| 30 | 15 | |
| 31 | 20 | |
| 32 | 23 | |
| 33 | 29 | |
| 34 | 17 |
| Value | Count | Frequency (%) |
| 86 | 2 | 0.1% |
| 83 | 1 | < 0.1% |
| 82 | 2 | 0.1% |
| 81 | 2 | 0.1% |
| 80 | 1 | < 0.1% |
| 79 | 4 | 0.2% |
| 78 | 10 | |
| 77 | 8 | |
| 76 | 6 | |
| 75 | 7 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 245 |
| Missing (%) | 10.8% |
| Memory size | 130.8 KiB |
| GENERAL | |
|---|---|
| SC | |
| ST |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 5.448959366 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ST |
|---|---|
| 2nd row | ST |
| 3rd row | ST |
| 4th row | SC |
| 5th row | SC |
Common Values
| Value | Count | Frequency (%) |
| GENERAL | 1392 | |
| SC | 383 | 16.9% |
| ST | 243 | 10.7% |
| (Missing) | 245 | 10.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| general | 1392 | |
| sc | 383 | 19.0% |
| st | 243 | 12.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 245 |
| Missing (%) | 10.8% |
| Memory size | 143.5 KiB |
| Post Graduate | |
|---|---|
| Graduate | |
| Graduate Professional | |
| 12th Pass | |
| 10th Pass | |
| Other values (3) |
Length
| Max length | 21 |
|---|---|
| Median length | 10 |
| Mean length | 11.85232904 |
| Min length | 8 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 12th Pass |
|---|---|
| 2nd row | Post Graduate |
| 3rd row | 12th Pass |
| 4th row | Doctorate |
| 5th row | Post Graduate |
Common Values
| Value | Count | Frequency (%) |
| Post Graduate | 503 | |
| Graduate | 441 | |
| Graduate Professional | 336 | |
| 12th Pass | 256 | |
| 10th Pass | 196 | 8.7% |
| Illiterate | 183 | 8.1% |
| Doctorate | 73 | 3.2% |
| Literate | 30 | 1.3% |
| (Missing) | 245 |
Length
Pie chart
| Value | Count | Frequency (%) |
| graduate | 1280 | |
| post | 503 | 15.2% |
| pass | 452 | 13.7% |
| professional | 336 | 10.2% |
| 12th | 256 | 7.7% |
| 10th | 196 | 5.9% |
| illiterate | 183 | 5.5% |
| doctorate | 73 | 2.2% |
| literate | 30 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 242 |
| Missing (%) | 10.7% |
| Memory size | 128.0 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1346 | |
| 0.0 | 675 | |
| (Missing) | 242 | 10.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 1346 | |
| 0.0 | 675 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 1979 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 245 |
| Missing (%) | 10.8% |
| Memory size | 170.5 KiB |
| Not Available | 22 |
|---|---|
| Nil | 3 |
| Rs 2,17,99,19,870 ~ 217 Crore+ | 2 |
| Rs 15,95,000 ~ 15 Lacs+ | 2 |
| Rs 3,11,000 ~ 3 Lacs+ | 2 |
| Other values (1974) |
Length
| Max length | 31 |
|---|---|
| Median length | 26 |
| Mean length | 25.55896928 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1992 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1961 ? |
|---|---|
| Unique (%) | 97.2% |
Sample
| 1st row | Rs 30,99,414 ~ 30 Lacs+ |
|---|---|
| 2nd row | Rs 1,84,77,888 ~ 1 Crore+ |
| 3rd row | Rs 3,64,91,000 ~ 3 Crore+ |
| 4th row | Rs 7,42,74,036 ~ 7 Crore+ |
| 5th row | Rs 13,37,84,385 ~ 13 Crore+ |
Common Values
| Value | Count | Frequency (%) |
| Not Available | 22 | 1.0% |
| Nil | 3 | 0.1% |
| Rs 2,17,99,19,870 ~ 217 Crore+ | 2 | 0.1% |
| Rs 15,95,000 ~ 15 Lacs+ | 2 | 0.1% |
| Rs 3,11,000 ~ 3 Lacs+ | 2 | 0.1% |
| Rs 3,00,000 ~ 3 Lacs+ | 2 | 0.1% |
| Rs 47,000 ~ 47 Thou+ | 2 | 0.1% |
| Rs 11,95,43,561 ~ 11 Crore+ | 2 | 0.1% |
| Rs 6,80,000 ~ 6 Lacs+ | 2 | 0.1% |
| Rs 88,10,000 ~ 88 Lacs+ | 2 | 0.1% |
| Other values (1969) | 1977 | |
| (Missing) | 245 | 10.8% |
Length
| Value | Count | Frequency (%) |
| rs | 1992 | |
| 1988 | ||
| crore | 1378 | |
| lacs | 588 | 5.9% |
| 1 | 325 | 3.2% |
| 2 | 174 | 1.7% |
| 4 | 117 | 1.2% |
| 3 | 111 | 1.1% |
| 5 | 95 | 0.9% |
| 6 | 71 | 0.7% |
| Other values (2117) | 3164 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1992 |
Most occurring categories
| Value | Count | Frequency (%) |
| Control | 1992 |
Most frequent character per category
Control
| Value | Count | Frequency (%) |
| 1992 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1992 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1992 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1992 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1992 |
| Distinct | 1226 |
|---|---|
| Distinct (%) | 60.8% |
| Missing | 245 |
| Missing (%) | 10.8% |
| Memory size | 156.8 KiB |
| Rs 0 ~ | |
|---|---|
| Not Available | 22 |
| Rs 5,00,000 ~ 5 Lacs+ | 10 |
| Rs 50,000 ~ 50 Thou+ | 8 |
| Rs 1,00,000 ~ 1 Lacs+ | 8 |
| Other values (1221) |
Length
| Max length | 31 |
|---|---|
| Median length | 22 |
| Mean length | 18.59167493 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1995 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1164 ? |
|---|---|
| Unique (%) | 57.7% |
Sample
| 1st row | Rs 2,31,450 ~ 2 Lacs+ |
|---|---|
| 2nd row | Rs 8,47,000 ~ 8 Lacs+ |
| 3rd row | Rs 1,53,00,000 ~ 1 Crore+ |
| 4th row | Rs 86,06,522 ~ 86 Lacs+ |
| 5th row | Rs 2,22,51,891 ~ 2 Crore+ |
Common Values
| Value | Count | Frequency (%) |
| Rs 0 ~ | 634 | |
| Not Available | 22 | 1.0% |
| Rs 5,00,000 ~ 5 Lacs+ | 10 | 0.4% |
| Rs 50,000 ~ 50 Thou+ | 8 | 0.4% |
| Rs 1,00,000 ~ 1 Lacs+ | 8 | 0.4% |
| Rs 3,00,000 ~ 3 Lacs+ | 7 | 0.3% |
| Rs 4,00,000 ~ 4 Lacs+ | 6 | 0.3% |
| Rs 60,000 ~ 60 Thou+ | 6 | 0.3% |
| Rs 12,00,000 ~ 12 Lacs+ | 6 | 0.3% |
| Rs 6,00,000 ~ 6 Lacs+ | 6 | 0.3% |
| Other values (1216) | 1305 | |
| (Missing) | 245 | 10.8% |
Length
| Value | Count | Frequency (%) |
| rs | 1995 | |
| 1991 | ||
| lacs | 899 | 10.3% |
| 0 | 634 | 7.2% |
| crore | 391 | 4.5% |
| 1 | 165 | 1.9% |
| 2 | 101 | 1.2% |
| thou | 70 | 0.8% |
| 3 | 69 | 0.8% |
| 5 | 61 | 0.7% |
| Other values (1324) | 2372 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1995 |
Most occurring categories
| Value | Count | Frequency (%) |
| Control | 1995 |
Most frequent character per category
Control
| Value | Count | Frequency (%) |
| 1995 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1995 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1995 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1995 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1995 |
| Distinct | 2244 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 261599.0831 |
| Minimum | 1339 |
|---|---|
| Maximum | 1066824 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 1339 |
|---|---|
| 5-th percentile | 11764.3 |
| Q1 | 21034.5 |
| median | 153934 |
| Q3 | 485804 |
| 95-th percentile | 704952.7 |
| Maximum | 1066824 |
| Range | 1065485 |
| Interquartile range (IQR) | 464769.5 |
Descriptive statistics
| Standard deviation | 254990.5881 |
|---|---|
| Coefficient of variation (CV) | 0.9747380804 |
| Kurtosis | -1.006782617 |
| Mean | 261599.0831 |
| Median Absolute Deviation (MAD) | 141693 |
| Skewness | 0.5651866623 |
| Sum | 591998725 |
| Variance | 6.50202 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11979 | 3 | 0.1% |
| 13768 | 3 | 0.1% |
| 563715 | 2 | 0.1% |
| 13715 | 2 | 0.1% |
| 15550 | 2 | 0.1% |
| 18639 | 2 | 0.1% |
| 11960 | 2 | 0.1% |
| 24892 | 2 | 0.1% |
| 429710 | 2 | 0.1% |
| 11286 | 2 | 0.1% |
| Other values (2234) | 2241 |
| Value | Count | Frequency (%) |
| 1339 | 1 | |
| 1365 | 1 | |
| 1487 | 1 | |
| 1629 | 1 | |
| 2287 | 1 | |
| 2478 | 1 | |
| 2837 | 1 | |
| 2950 | 1 | |
| 3630 | 1 | |
| 3922 | 1 |
| Value | Count | Frequency (%) |
| 1066824 | 1 | |
| 1007156 | 1 | |
| 979946 | 1 | |
| 969430 | 1 | |
| 942576 | 1 | |
| 936065 | 1 | |
| 918472 | 1 | |
| 910787 | 1 | |
| 909432 | 1 | |
| 892744 | 1 |
| Distinct | 1217 |
|---|---|
| Distinct (%) | 53.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 990.7105612 |
| Minimum | 0 |
|---|---|
| Maximum | 19367 |
| Zeros | 35 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 57 |
| median | 316 |
| Q3 | 1385 |
| 95-th percentile | 3915.8 |
| Maximum | 19367 |
| Range | 19367 |
| Interquartile range (IQR) | 1328 |
Descriptive statistics
| Standard deviation | 1602.839174 |
|---|---|
| Coefficient of variation (CV) | 1.617868262 |
| Kurtosis | 24.9886315 |
| Mean | 990.7105612 |
| Median Absolute Deviation (MAD) | 304 |
| Skewness | 3.842707297 |
| Sum | 2241978 |
| Variance | 2569093.416 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35 | 1.5% |
| 1 | 30 | 1.3% |
| 3 | 28 | 1.2% |
| 2 | 26 | 1.1% |
| 5 | 20 | 0.9% |
| 4 | 18 | 0.8% |
| 7 | 17 | 0.8% |
| 6 | 16 | 0.7% |
| 12 | 16 | 0.7% |
| 27 | 15 | 0.7% |
| Other values (1207) | 2042 |
| Value | Count | Frequency (%) |
| 0 | 35 | |
| 1 | 30 | |
| 2 | 26 | |
| 3 | 28 | |
| 4 | 18 | |
| 5 | 20 | |
| 6 | 16 | |
| 7 | 17 | |
| 8 | 12 | 0.5% |
| 9 | 11 | 0.5% |
| Value | Count | Frequency (%) |
| 19367 | 1 | |
| 17852 | 1 | |
| 15169 | 1 | |
| 14196 | 1 | |
| 13880 | 1 | |
| 13085 | 1 | |
| 10974 | 1 | |
| 10772 | 1 | |
| 9858 | 1 | |
| 9621 | 1 |
| Distinct | 2247 |
|---|---|
| Distinct (%) | 99.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 262589.7936 |
| Minimum | 1342 |
|---|---|
| Maximum | 1068569 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 1342 |
|---|---|
| 5-th percentile | 11767 |
| Q1 | 21162.5 |
| median | 154489 |
| Q3 | 487231.5 |
| 95-th percentile | 706670.4 |
| Maximum | 1068569 |
| Range | 1067227 |
| Interquartile range (IQR) | 466069 |
Descriptive statistics
| Standard deviation | 255982.2356 |
|---|---|
| Coefficient of variation (CV) | 0.9748369581 |
| Kurtosis | -1.006543464 |
| Mean | 262589.7936 |
| Median Absolute Deviation (MAD) | 142172 |
| Skewness | 0.5656176046 |
| Sum | 594240703 |
| Variance | 6.552690497 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14692 | 2 | 0.1% |
| 9912 | 2 | 0.1% |
| 15110 | 2 | 0.1% |
| 12675 | 2 | 0.1% |
| 18338 | 2 | 0.1% |
| 13323 | 2 | 0.1% |
| 16001 | 2 | 0.1% |
| 19972 | 2 | 0.1% |
| 471052 | 2 | 0.1% |
| 21241 | 2 | 0.1% |
| Other values (2237) | 2243 |
| Value | Count | Frequency (%) |
| 1342 | 1 | |
| 1369 | 1 | |
| 1487 | 1 | |
| 1646 | 1 | |
| 2287 | 1 | |
| 2486 | 1 | |
| 2839 | 1 | |
| 2950 | 1 | |
| 3630 | 1 | |
| 3990 | 1 |
| Value | Count | Frequency (%) |
| 1068569 | 1 | |
| 1008936 | 1 | |
| 982942 | 1 | |
| 972739 | 1 | |
| 944503 | 1 | |
| 938160 | 1 | |
| 924065 | 1 | |
| 913222 | 1 | |
| 911594 | 1 | |
| 900149 | 1 |
OVER TOTAL ELECTORS IN CONSTITUENCY
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 2263 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.8114121 |
| Minimum | 0.097941091 |
|---|---|
| Maximum | 51.95101197 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 0.097941091 |
|---|---|
| 5-th percentile | 0.7187977656 |
| Q1 | 1.29651798 |
| median | 10.51055288 |
| Q3 | 29.46818457 |
| 95-th percentile | 40.92665089 |
| Maximum | 51.95101197 |
| Range | 51.85307088 |
| Interquartile range (IQR) | 28.17166659 |
Descriptive statistics
| Standard deviation | 14.96286096 |
|---|---|
| Coefficient of variation (CV) | 0.9463329948 |
| Kurtosis | -1.250675211 |
| Mean | 15.8114121 |
| Median Absolute Deviation (MAD) | 9.688992897 |
| Skewness | 0.4590096545 |
| Sum | 35781.22558 |
| Variance | 223.8872082 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17.2284987 | 1 | < 0.1% |
| 25.86734085 | 1 | < 0.1% |
| 24.9245015 | 1 | < 0.1% |
| 21.88369199 | 1 | < 0.1% |
| 3.847029823 | 1 | < 0.1% |
| 1.101062286 | 1 | < 0.1% |
| 27.14756189 | 1 | < 0.1% |
| 31.42421081 | 1 | < 0.1% |
| 23.18351395 | 1 | < 0.1% |
| 1.781956016 | 1 | < 0.1% |
| Other values (2253) | 2253 |
| Value | Count | Frequency (%) |
| 0.097941091 | 1 | |
| 0.117758244 | 1 | |
| 0.357697052 | 1 | |
| 0.376933806 | 1 | |
| 0.489755178 | 1 | |
| 0.491953364 | 1 | |
| 0.499702471 | 1 | |
| 0.529958224 | 1 | |
| 0.560944315 | 1 | |
| 0.562068829 | 1 |
| Value | Count | Frequency (%) |
| 51.95101197 | 1 | |
| 51.45688428 | 1 | |
| 50.8091286 | 1 | |
| 50.50395564 | 1 | |
| 50.4973985 | 1 | |
| 50.18439207 | 1 | |
| 50.14805887 | 1 | |
| 50.11433131 | 1 | |
| 49.89390765 | 1 | |
| 49.33609176 | 1 |
OVER TOTAL VOTES POLLED IN CONSTITUENCY
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 2263 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.19052537 |
| Minimum | 1.000039181 |
|---|---|
| Maximum | 74.41185575 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 1.000039181 |
|---|---|
| 5-th percentile | 1.091290906 |
| Q1 | 1.899501697 |
| median | 16.22172112 |
| Q3 | 42.59023302 |
| 95-th percentile | 58.90678092 |
| Maximum | 74.41185575 |
| Range | 73.41181657 |
| Interquartile range (IQR) | 40.69073132 |
Descriptive statistics
| Standard deviation | 21.56475787 |
|---|---|
| Coefficient of variation (CV) | 0.9298951845 |
| Kurtosis | -1.370190926 |
| Mean | 23.19052537 |
| Median Absolute Deviation (MAD) | 15.02974028 |
| Skewness | 0.3885296835 |
| Sum | 52480.15891 |
| Variance | 465.0387818 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.630560707 | 1 | < 0.1% |
| 1.286299423 | 1 | < 0.1% |
| 1.946335348 | 1 | < 0.1% |
| 1.790214005 | 1 | < 0.1% |
| 34.186361 | 1 | < 0.1% |
| 1.225214455 | 1 | < 0.1% |
| 1.549148752 | 1 | < 0.1% |
| 41.77734385 | 1 | < 0.1% |
| 1.070251585 | 1 | < 0.1% |
| 71.83534148 | 1 | < 0.1% |
| Other values (2253) | 2253 |
| Value | Count | Frequency (%) |
| 1.000039181 | 1 | |
| 1.000688583 | 1 | |
| 1.001320345 | 1 | |
| 1.002863902 | 1 | |
| 1.002890136 | 1 | |
| 1.003569738 | 1 | |
| 1.004585323 | 1 | |
| 1.006470715 | 1 | |
| 1.008100386 | 1 | |
| 1.010661071 | 1 |
| Value | Count | Frequency (%) |
| 74.41185575 | 1 | |
| 74.29821667 | 1 | |
| 72.21643381 | 1 | |
| 71.83534148 | 1 | |
| 71.5600403 | 1 | |
| 71.38435617 | 1 | |
| 70.04319717 | 1 | |
| 69.5758213 | 1 | |
| 69.55235452 | 1 | |
| 69.32987655 | 1 |
| Distinct | 542 |
|---|---|
| Distinct (%) | 24.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1658015.947 |
| Minimum | 55189 |
|---|---|
| Maximum | 3150313 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.8 KiB |
Quantile statistics
| Minimum | 55189 |
|---|---|
| 5-th percentile | 1259362.6 |
| Q1 | 1530014 |
| median | 1679030 |
| Q3 | 1816857 |
| 95-th percentile | 2067463 |
| Maximum | 3150313 |
| Range | 3095124 |
| Interquartile range (IQR) | 286843 |
Descriptive statistics
| Standard deviation | 314518.6732 |
|---|---|
| Coefficient of variation (CV) | 0.1896958071 |
| Kurtosis | 6.988403622 |
| Mean | 1658015.947 |
| Median Absolute Deviation (MAD) | 144774 |
| Skewness | -1.273786459 |
| Sum | 3752090087 |
| Variance | 9.892199577 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1704596 | 12 | 0.5% |
| 1742883 | 10 | 0.4% |
| 1612300 | 9 | 0.4% |
| 1424385 | 8 | 0.4% |
| 1686215 | 8 | 0.4% |
| 1588454 | 8 | 0.4% |
| 1434384 | 8 | 0.4% |
| 1317738 | 8 | 0.4% |
| 1379122 | 8 | 0.4% |
| 1690620 | 8 | 0.4% |
| Other values (532) | 2176 |
| Value | Count | Frequency (%) |
| 55189 | 3 | |
| 121740 | 4 | |
| 179232 | 4 | |
| 250029 | 7 | |
| 318471 | 5 | |
| 339788 | 6 | |
| 434128 | 4 | |
| 463775 | 5 | |
| 556761 | 4 | |
| 579352 | 4 |
| Value | Count | Frequency (%) |
| 3150313 | 5 | |
| 2849250 | 2 | 0.1% |
| 2728978 | 3 | |
| 2497458 | 3 | |
| 2443112 | 3 | |
| 2378995 | 3 | |
| 2371644 | 3 | |
| 2370903 | 4 | |
| 2350580 | 2 | 0.1% |
| 2302960 | 3 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Sl No: | STATE | CONSTITUENCY | NAME | WINNER | PARTY | SYMBOL | GENDER | criminal | AGE | CATEGORY | EDUCATION | GRADUATE | ASSETS | LIABILITIES | GENERAL VOTES | POSTAL VOTES | TOTAL VOTES | OVER TOTAL ELECTORS IN CONSTITUENCY | OVER TOTAL VOTES POLLED IN CONSTITUENCY | TOTAL ELECTORS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Telangana | ADILABAD | SOYAM BAPU RAO | 1 | BJP | Lotus | MALE | 52.0 | 52.0 | ST | 12th Pass | 0.0 | Rs 30,99,414\n ~ 30 Lacs+ | Rs 2,31,450\n ~ 2 Lacs+ | 376892 | 482 | 377374 | 25.330684 | 35.468248 | 1489790 |
| 1 | 2 | Telangana | ADILABAD | Godam Nagesh | 0 | TRS | Car | MALE | 0.0 | 54.0 | ST | Post Graduate | 1.0 | Rs 1,84,77,888\n ~ 1 Crore+ | Rs 8,47,000\n ~ 8 Lacs+ | 318665 | 149 | 318814 | 21.399929 | 29.964370 | 1489790 |
| 2 | 3 | Telangana | ADILABAD | RATHOD RAMESH | 0 | INC | Hand | MALE | 3.0 | 52.0 | ST | 12th Pass | 0.0 | Rs 3,64,91,000\n ~ 3 Crore+ | Rs 1,53,00,000\n ~ 1 Crore+ | 314057 | 181 | 314238 | 21.092771 | 29.534285 | 1489790 |
| 3 | 4 | Telangana | ADILABAD | NOTA | 0 | NOTA | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 13030 | 6 | 13036 | 0.875023 | 1.225214 | 1489790 |
| 4 | 5 | Uttar Pradesh | AGRA | Satyapal Singh Baghel | 1 | BJP | Lotus | MALE | 5.0 | 58.0 | SC | Doctorate | 1.0 | Rs 7,42,74,036\n ~ 7 Crore+ | Rs 86,06,522\n ~ 86 Lacs+ | 644459 | 2416 | 646875 | 33.383823 | 56.464615 | 1937690 |
| 5 | 6 | Uttar Pradesh | AGRA | Manoj Kumar Soni | 0 | BSP | Elephant | MALE | 0.0 | 47.0 | SC | Post Graduate | 1.0 | Rs 13,37,84,385\n ~ 13 Crore+ | Rs 2,22,51,891\n ~ 2 Crore+ | 434199 | 1130 | 435329 | 22.466390 | 37.999125 | 1937690 |
| 6 | 7 | Uttar Pradesh | AGRA | Preeta Harit | 0 | INC | Hand | FEMALE | 0.0 | 54.0 | SC | Post Graduate | 1.0 | Rs 5,50,75,753\n ~ 5 Crore+ | Rs 0\n ~ | 44877 | 272 | 45149 | 2.330042 | 3.940979 | 1937690 |
| 7 | 8 | Maharashtra | AHMADNAGAR | Dr. SUJAY RADHAKRISHNA VIKHEPATIL | 1 | BJP | Lotus | MALE | 0.0 | 37.0 | GENERAL | Doctorate | 1.0 | Rs 16,86,64,576\n ~ 16 Crore+ | Rs 26,23,964\n ~ 26 Lacs+ | 696961 | 7699 | 704660 | 37.856533 | 58.425159 | 1861396 |
| 8 | 9 | Maharashtra | AHMADNAGAR | SANGRAM ARUNKAKA JAGTAP | 0 | NCP | Clock | MALE | 1.0 | 34.0 | GENERAL | Graduate | 1.0 | Rs 9,44,88,381\n ~ 9 Crore+ | Rs 3,25,49,132\n ~ 3 Crore+ | 419364 | 3822 | 423186 | 22.734872 | 35.087431 | 1861396 |
| 9 | 10 | Maharashtra | AHMADNAGAR | SUDHAKAR LAXMAN AVHAD | 0 | VBA | Cup & Saucer | MALE | 0.0 | 62.0 | GENERAL | Graduate | 1.0 | Rs 1,39,49,000\n ~ 1 Crore+ | Rs 14,00,000\n ~ 14 Lacs+ | 31644 | 163 | 31807 | 1.708771 | 2.637200 | 1861396 |
Last rows
| Sl No: | STATE | CONSTITUENCY | NAME | WINNER | PARTY | SYMBOL | GENDER | criminal | AGE | CATEGORY | EDUCATION | GRADUATE | ASSETS | LIABILITIES | GENERAL VOTES | POSTAL VOTES | TOTAL VOTES | OVER TOTAL ELECTORS IN CONSTITUENCY | OVER TOTAL VOTES POLLED IN CONSTITUENCY | TOTAL ELECTORS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2253 | 2254 | Maharashtra | YAVATMAL-WASHIM | Bhavana Pundlikrao Gawali | 1 | SHS | Bow and Arrow | FEMALE | 3.0 | 46.0 | GENERAL | Graduate | 1.0 | Rs 9,68,73,189\n ~ 9 Crore+ | Rs 73,96,250\n ~ 73 Lacs+ | 540104 | 1994 | 542098 | 28.290483 | 46.142912 | 1916185 |
| 2254 | 2255 | Maharashtra | YAVATMAL-WASHIM | Thakre Manikrao Govindrao | 0 | INC | Hand | MALE | 0.0 | 64.0 | GENERAL | 12th Pass | 0.0 | Rs 3,03,03,524\n ~ 3 Crore+ | Rs 12,92,750\n ~ 12 Lacs+ | 422497 | 1662 | 424159 | 22.135598 | 36.104046 | 1916185 |
| 2255 | 2256 | Maharashtra | YAVATMAL-WASHIM | Pravin Govind Pawar | 0 | VBA | Cup & Saucer | MALE | 0.0 | 37.0 | GENERAL | Graduate Professional | 1.0 | Rs 4,68,66,958\n ~ 4 Crore+ | Rs 6,58,47,040\n ~ 6 Crore+ | 93918 | 310 | 94228 | 4.917479 | 8.020606 | 1916185 |
| 2256 | 2257 | Maharashtra | YAVATMAL-WASHIM | Parashram Bhaosing Ade | 0 | IND | Tractor Chalata Kisan | MALE | 0.0 | 64.0 | GENERAL | Post Graduate | 1.0 | Rs 18,73,01,769\n ~ 18 Crore+ | Rs 4,17,919\n ~ 4 Lacs+ | 24447 | 52 | 24499 | 1.278530 | 2.085334 | 1916185 |
| 2257 | 2258 | Maharashtra | YAVATMAL-WASHIM | Vaishali Sudhakar Yede | 0 | PHJSP | Whistle | FEMALE | 0.0 | 28.0 | GENERAL | 10th Pass | 0.0 | Rs 11,68,500\n ~ 11 Lacs+ | Rs 9,000\n ~ 9 Thou+ | 20563 | 57 | 20620 | 1.076097 | 1.755157 | 1916185 |
| 2258 | 2259 | Maharashtra | YAVATMAL-WASHIM | Anil Jayram Rathod | 0 | IND | SHIP | MALE | 0.0 | 43.0 | GENERAL | Post Graduate | 1.0 | Rs 48,90,000\n ~ 48 Lacs+ | Rs 10,20,000\n ~ 10 Lacs+ | 14661 | 25 | 14686 | 0.766419 | 1.250060 | 1916185 |
| 2259 | 2260 | Telangana | ZAHIRABAD | B.B.PATIL | 1 | TRS | Car | MALE | 18.0 | 63.0 | GENERAL | Graduate | 1.0 | Rs 1,28,78,51,556\n ~ 128 Crore+ | Rs 1,15,35,000\n ~ 1 Crore+ | 434066 | 178 | 434244 | 28.975369 | 41.574183 | 1498666 |
| 2260 | 2261 | Telangana | ZAHIRABAD | MADAN MOHAN RAO | 0 | INC | Hand | MALE | 0.0 | 49.0 | GENERAL | Post Graduate | 1.0 | Rs 90,36,63,001\n ~ 90 Crore+ | Rs 0\n ~ | 427900 | 115 | 428015 | 28.559732 | 40.977823 | 1498666 |
| 2261 | 2262 | Telangana | ZAHIRABAD | BANALA LAXMA REDDY | 0 | BJP | Lotus | MALE | 3.0 | 47.0 | GENERAL | 12th Pass | 0.0 | Rs 5,85,77,327\n ~ 5 Crore+ | Rs 52,50,000\n ~ 52 Lacs+ | 138731 | 216 | 138947 | 9.271379 | 13.302678 | 1498666 |
| 2262 | 2263 | Telangana | ZAHIRABAD | NOTA | 0 | NOTA | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 11138 | 2 | 11140 | 0.743328 | 1.066535 | 1498666 |